I have a cross-sectional data set and I am using an instrumental variables approach.
I do not know whether to use ivregress 2sls or ivregress gmm.
The confusion comes from how to test which one to use. I have ran OLS and then completed a hettest. This has shown me that I have heteroscedasticity... but I am aware that this could be because of omitted relevant variables (as I argue in my paper that these exist for my specification hence IV). Now I have instrumented, is there a test I can do to check for heteroscedasticity. And am I right in believing in an IV regression the fix to this is to run ivregress gmm.
N.B. I have 1 endogenous regressor and 1 instrument.
Thank you in advance.
I do not know whether to use ivregress 2sls or ivregress gmm.
The confusion comes from how to test which one to use. I have ran OLS and then completed a hettest. This has shown me that I have heteroscedasticity... but I am aware that this could be because of omitted relevant variables (as I argue in my paper that these exist for my specification hence IV). Now I have instrumented, is there a test I can do to check for heteroscedasticity. And am I right in believing in an IV regression the fix to this is to run ivregress gmm.
N.B. I have 1 endogenous regressor and 1 instrument.
Thank you in advance.
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